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Wolfram Burgard — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Wolfram Burgard
46
papers ·
443
citations ·
113
h-index
Lutheran University of Applied Sciences Nuremberg
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Semantic Scholar ↗
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Most-cited papers
Efficiency and Equity are Both Essential: A Generalized Traffic Signal Controller with Deep Reinforcement Learning
2020 · 10 citations
DiWA: Diffusion Policy Adaptation with World Models
2025
Adversarial Skill Networks: Unsupervised Robot Skill Learning from Video
2019
Top co-authors
Abhinav Valada
· 1
Akshay L Chandra
· 1
Chenguang Huang
· 1
Daniel B\"uscher
· 1
Gabriel Kalweit
· 1
Iman Nematollahi
· 1
Jingwei Zhang
· 1
Markus Merklinger
· 1
Oier Mees
· 1
Shengchao Yan
· 1
Tim Welschehold
· 1
Topics
Model-Based RL
Offline RL
Safe RL
Meta-RL
Exploration
Value-Based
Policy Gradient